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A* and Best First Search for LLM Inference - Lecture 5

Graham Neubig via YouTube

Overview

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Explore advanced search algorithms for large language model inference in this one-hour lecture covering beam search variants and the inadequacies of mode-based approaches, with detailed examination of A* and best-first search methodologies for optimizing text generation and sequence prediction tasks.

Syllabus

CMU LLM Inference (5): A* and Best First Search

Taught by

Graham Neubig

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